Granary Information Management SystemGranary Information Management System Strategic Roadmap: Analysis and Forecasts 2025-2033
Granary Information Management System by Type (On-Premise Software, Cloud-Based Software), by Application (Agricultural Cooperative, Grain Processing Plant, Grain Storage Center, Others), by North America (United States, Canada, Mexico), by South America (Brazil, Argentina, Rest of South America), by Europe (United Kingdom, Germany, France, Italy, Spain, Russia, Benelux, Nordics, Rest of Europe), by Middle East & Africa (Turkey, Israel, GCC, North Africa, South Africa, Rest of Middle East & Africa), by Asia Pacific (China, India, Japan, South Korea, ASEAN, Oceania, Rest of Asia Pacific) Forecast 2025-2033
Base Year: 2024
127 Pages
Granary Information Management System Strategic Roadmap: Analysis and Forecasts 2025-2033
Key Insights
Market Analysis of Granary Information Management System (GIMS)
The global GIMS market is projected to reach USD XXX million by 2033, exhibiting a CAGR of XX% from 2025 to 2033. The market is driven by the increasing demand for efficient grain management practices, the need for real-time data tracking, and the adoption of advanced technologies in the agricultural sector. Key trends shaping the market include the rise of cloud-based solutions, the integration of IoT devices, and the growing emphasis on data analytics. However, factors such as high implementation costs and limited awareness in certain regions may restrain market growth.
The market is segmented by type (on-premise software, cloud-based software), application (agricultural cooperative, grain processing plant, grain storage center, others), and region (North America, South America, Europe, Middle East & Africa, Asia Pacific). North America is expected to dominate the market due to the presence of large-scale grain producers and early adoption of advanced agricultural technologies. Asia Pacific is anticipated to witness significant growth, driven by increasing urbanization and the need for efficient grain management systems. Prominent players in the market include AGI SureTrack, TSGC, OPI Systems, Ergson GmbH, AGCO, TGM, InfoTech Solutions, and Cultura Technologies.
Granary Information Management System Trends
The global granary information management system market size was valued at USD 742.38 million in 2022 and is projected to expand at a CAGR of 7.2% from 2023 to 2030. The increasing need for efficient inventory management and traceability of grains is driving the market growth.
The integration of IoT (Internet of Things) and AI (Artificial Intelligence) technologies in granary information management systems enhances data accuracy and granularity, improving grain quality and safety.
Driving Forces: What's Propelling the Granary Information Management System
- Rising demand for high-quality grains: Consumers' growing awareness of food safety and traceability has increased the demand for certified, high-quality grains.
- Technological advancements: Innovations in IoT, AI, and cloud computing enable real-time monitoring, automated data analysis, and predictive alerts, enhancing grain management efficiency.
- Government regulations: Stringent government regulations on food safety and traceability require accurate and comprehensive grain data management systems.
- Rising grain production: Increasing global population and changing dietary patterns have led to a surge in grain production, necessitating efficient management systems.
- Emphasis on sustainability: Granary information management systems help reduce grain loss and waste, promoting sustainable practices and maximizing resource utilization.
Challenges and Restraints in Granary Information Management System
- High implementation costs: Installing and maintaining granary information management systems can be capital-intensive, especially for small-scale operations.
- Data security concerns: The collection and storage of sensitive grain data raise concerns about data security and privacy breaches.
- Lack of skilled workforce: Implementing and operating granary information management systems requires skilled personnel, which may be limited in certain regions.
- Incompatible legacy systems: Integrating new systems with existing legacy systems can be challenging and costly.
- Limited adoption in developing economies: Financial constraints and limited technological infrastructure hinder the adoption of these systems in developing nations.
Key Region or Country & Segment to Dominate the Market
Region
- North America: The U.S. is the dominant market due to extensive grain production, advanced technology adoption, and stringent food safety regulations.
- Europe: France, Germany, and Ukraine are significant grain producers and have well-established granary information management systems.
- Asia Pacific: China, India, and Australia have rapidly growing grain industries and are expected to witness significant market expansion.
Segment
Application
- Grain Storage Center: This segment holds the largest market share due to the need for real-time inventory management, quality control, and loss prevention in storage facilities.
- Agricultural Cooperative: Cooperatives play a crucial role in grain distribution and require comprehensive management systems for efficient operations.
- Grain Processing Plant: These plants rely on accurate grain data for optimal production planning and quality assurance.
Growth Catalysts in Granary Information Management System Industry
- Adoption of cloud-based solutions: Cloud-based systems offer scalability, cost-effectiveness, and remote access, accelerating market growth.
- Strategic partnerships and acquisitions: Leading players are forming partnerships and acquiring specialized companies to expand their offerings and gain market share.
- Government initiatives and funding: Governments are providing incentives and funding to promote the adoption of these systems, particularly in developing regions.
- Increasing focus on data analytics: Granary information management systems generate vast amounts of data, which can be leveraged for predictive analysis, optimization, and decision-making.
- Expansion into emerging markets: The growing grain production and demand in emerging markets like Asia Pacific and Latin America present significant growth opportunities.
Leading Players in the Granary Information Management System
- AGI SureTrack
- TSGC
- OPI Systems
- Ergson GmbH
- AGCO
- TGM
- InfoTech Solutions
- Cultura Technologies
- Ronin System Solutions
- IntraGrain Technologies
- Silos Cordoba
- IRely
- Extron
- Agvance
- AgTrax
- TeleSense
- Zhongke Shengshi
- Green Intelligent [www.greenintelligent.com.cn/en]
Significant Developments in Granary Information Management System Sector
- Launch of AI-powered grain sorting solutions: AGI SureTrack introduced AI-powered grain sorters that can accurately detect and remove impurities, improving grain quality.
- Blockchain integration for traceability: OPI Systems has integrated blockchain technology into its grain management system, enabling secure and transparent grain tracking from farm to table.
- Mobile applications for remote access: Agvance has developed mobile applications that allow users to monitor grain inventory, receive alerts, and manage operations remotely.
- Strategic partnership for IoT solutions: TeleSense has partnered with AGI to provide real-time sensor data from grain storage facilities, enhancing decision-making capabilities.
- Government grants for research and development: The USDA has awarded grants to universities for research on advanced granary information management systems.
Comprehensive Coverage Granary Information Management System Report
This report provides a comprehensive analysis of the granary information management system market, including:
- Market size and segmentation (type, application, region)
- Key market trends and drivers
- Challenges and restraints
- Competitive landscape
- Key region and segment dominance
- Growth catalysts
- Leading players
- Significant developments
- Future outlook
Granary Information Management System Segmentation
-
1. Type
- 1.1. On-Premise Software
- 1.2. Cloud-Based Software
-
2. Application
- 2.1. Agricultural Cooperative
- 2.2. Grain Processing Plant
- 2.3. Grain Storage Center
- 2.4. Others
Granary Information Management System Segmentation By Geography
-
1. North America
- 1.1. United States
- 1.2. Canada
- 1.3. Mexico
-
2. South America
- 2.1. Brazil
- 2.2. Argentina
- 2.3. Rest of South America
-
3. Europe
- 3.1. United Kingdom
- 3.2. Germany
- 3.3. France
- 3.4. Italy
- 3.5. Spain
- 3.6. Russia
- 3.7. Benelux
- 3.8. Nordics
- 3.9. Rest of Europe
-
4. Middle East & Africa
- 4.1. Turkey
- 4.2. Israel
- 4.3. GCC
- 4.4. North Africa
- 4.5. South Africa
- 4.6. Rest of Middle East & Africa
-
5. Asia Pacific
- 5.1. China
- 5.2. India
- 5.3. Japan
- 5.4. South Korea
- 5.5. ASEAN
- 5.6. Oceania
- 5.7. Rest of Asia Pacific
Granary Information Management System REPORT HIGHLIGHTS
| Aspects | Details |
|---|---|
| Study Period | 2019-2033 |
| Base Year | 2024 |
| Estimated Year | 2025 |
| Forecast Period | 2025-2033 |
| Historical Period | 2019-2024 |
| Growth Rate | CAGR of XX% from 2019-2033 |
| Segmentation |
|
Frequently Asked Questions
Table Of Content
- 1. Introduction
- 1.1. Research Scope
- 1.2. Market Segmentation
- 1.3. Research Methodology
- 1.4. Definitions and Assumptions
- 2. Executive Summary
- 2.1. Introduction
- 3. Market Dynamics
- 3.1. Introduction
- 3.2. Market Drivers
- 3.3. Market Restrains
- 3.4. Market Trends
- 4. Market Factor Analysis
- 4.1. Porters Five Forces
- 4.2. Supply/Value Chain
- 4.3. PESTEL analysis
- 4.4. Market Entropy
- 4.5. Patent/Trademark Analysis
- 5. Global Granary Information Management System Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Type
- 5.1.1. On-Premise Software
- 5.1.2. Cloud-Based Software
- 5.2. Market Analysis, Insights and Forecast - by Application
- 5.2.1. Agricultural Cooperative
- 5.2.2. Grain Processing Plant
- 5.2.3. Grain Storage Center
- 5.2.4. Others
- 5.3. Market Analysis, Insights and Forecast - by Region
- 5.3.1. North America
- 5.3.2. South America
- 5.3.3. Europe
- 5.3.4. Middle East & Africa
- 5.3.5. Asia Pacific
- 5.1. Market Analysis, Insights and Forecast - by Type
- 6. North America Granary Information Management System Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Type
- 6.1.1. On-Premise Software
- 6.1.2. Cloud-Based Software
- 6.2. Market Analysis, Insights and Forecast - by Application
- 6.2.1. Agricultural Cooperative
- 6.2.2. Grain Processing Plant
- 6.2.3. Grain Storage Center
- 6.2.4. Others
- 6.1. Market Analysis, Insights and Forecast - by Type
- 7. South America Granary Information Management System Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Type
- 7.1.1. On-Premise Software
- 7.1.2. Cloud-Based Software
- 7.2. Market Analysis, Insights and Forecast - by Application
- 7.2.1. Agricultural Cooperative
- 7.2.2. Grain Processing Plant
- 7.2.3. Grain Storage Center
- 7.2.4. Others
- 7.1. Market Analysis, Insights and Forecast - by Type
- 8. Europe Granary Information Management System Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Type
- 8.1.1. On-Premise Software
- 8.1.2. Cloud-Based Software
- 8.2. Market Analysis, Insights and Forecast - by Application
- 8.2.1. Agricultural Cooperative
- 8.2.2. Grain Processing Plant
- 8.2.3. Grain Storage Center
- 8.2.4. Others
- 8.1. Market Analysis, Insights and Forecast - by Type
- 9. Middle East & Africa Granary Information Management System Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Type
- 9.1.1. On-Premise Software
- 9.1.2. Cloud-Based Software
- 9.2. Market Analysis, Insights and Forecast - by Application
- 9.2.1. Agricultural Cooperative
- 9.2.2. Grain Processing Plant
- 9.2.3. Grain Storage Center
- 9.2.4. Others
- 9.1. Market Analysis, Insights and Forecast - by Type
- 10. Asia Pacific Granary Information Management System Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - by Type
- 10.1.1. On-Premise Software
- 10.1.2. Cloud-Based Software
- 10.2. Market Analysis, Insights and Forecast - by Application
- 10.2.1. Agricultural Cooperative
- 10.2.2. Grain Processing Plant
- 10.2.3. Grain Storage Center
- 10.2.4. Others
- 10.1. Market Analysis, Insights and Forecast - by Type
- 11. Competitive Analysis
- 11.1. Global Market Share Analysis 2024
- 11.2. Company Profiles
- 11.2.1 AGI SureTrack
- 11.2.1.1. Overview
- 11.2.1.2. Products
- 11.2.1.3. SWOT Analysis
- 11.2.1.4. Recent Developments
- 11.2.1.5. Financials (Based on Availability)
- 11.2.2 TSGC
- 11.2.2.1. Overview
- 11.2.2.2. Products
- 11.2.2.3. SWOT Analysis
- 11.2.2.4. Recent Developments
- 11.2.2.5. Financials (Based on Availability)
- 11.2.3 OPI Systems
- 11.2.3.1. Overview
- 11.2.3.2. Products
- 11.2.3.3. SWOT Analysis
- 11.2.3.4. Recent Developments
- 11.2.3.5. Financials (Based on Availability)
- 11.2.4 Ergson GmbH
- 11.2.4.1. Overview
- 11.2.4.2. Products
- 11.2.4.3. SWOT Analysis
- 11.2.4.4. Recent Developments
- 11.2.4.5. Financials (Based on Availability)
- 11.2.5 AGCO
- 11.2.5.1. Overview
- 11.2.5.2. Products
- 11.2.5.3. SWOT Analysis
- 11.2.5.4. Recent Developments
- 11.2.5.5. Financials (Based on Availability)
- 11.2.6 TGM
- 11.2.6.1. Overview
- 11.2.6.2. Products
- 11.2.6.3. SWOT Analysis
- 11.2.6.4. Recent Developments
- 11.2.6.5. Financials (Based on Availability)
- 11.2.7 InfoTech Solutions
- 11.2.7.1. Overview
- 11.2.7.2. Products
- 11.2.7.3. SWOT Analysis
- 11.2.7.4. Recent Developments
- 11.2.7.5. Financials (Based on Availability)
- 11.2.8 Cultura Technologies
- 11.2.8.1. Overview
- 11.2.8.2. Products
- 11.2.8.3. SWOT Analysis
- 11.2.8.4. Recent Developments
- 11.2.8.5. Financials (Based on Availability)
- 11.2.9 Ronin System Solutions
- 11.2.9.1. Overview
- 11.2.9.2. Products
- 11.2.9.3. SWOT Analysis
- 11.2.9.4. Recent Developments
- 11.2.9.5. Financials (Based on Availability)
- 11.2.10 IntraGrain Technologies
- 11.2.10.1. Overview
- 11.2.10.2. Products
- 11.2.10.3. SWOT Analysis
- 11.2.10.4. Recent Developments
- 11.2.10.5. Financials (Based on Availability)
- 11.2.11 Silos Cordoba
- 11.2.11.1. Overview
- 11.2.11.2. Products
- 11.2.11.3. SWOT Analysis
- 11.2.11.4. Recent Developments
- 11.2.11.5. Financials (Based on Availability)
- 11.2.12 IRely
- 11.2.12.1. Overview
- 11.2.12.2. Products
- 11.2.12.3. SWOT Analysis
- 11.2.12.4. Recent Developments
- 11.2.12.5. Financials (Based on Availability)
- 11.2.13 Extron
- 11.2.13.1. Overview
- 11.2.13.2. Products
- 11.2.13.3. SWOT Analysis
- 11.2.13.4. Recent Developments
- 11.2.13.5. Financials (Based on Availability)
- 11.2.14 Agvance
- 11.2.14.1. Overview
- 11.2.14.2. Products
- 11.2.14.3. SWOT Analysis
- 11.2.14.4. Recent Developments
- 11.2.14.5. Financials (Based on Availability)
- 11.2.15 AgTrax
- 11.2.15.1. Overview
- 11.2.15.2. Products
- 11.2.15.3. SWOT Analysis
- 11.2.15.4. Recent Developments
- 11.2.15.5. Financials (Based on Availability)
- 11.2.16 TeleSense
- 11.2.16.1. Overview
- 11.2.16.2. Products
- 11.2.16.3. SWOT Analysis
- 11.2.16.4. Recent Developments
- 11.2.16.5. Financials (Based on Availability)
- 11.2.17 Zhongke Shengshi
- 11.2.17.1. Overview
- 11.2.17.2. Products
- 11.2.17.3. SWOT Analysis
- 11.2.17.4. Recent Developments
- 11.2.17.5. Financials (Based on Availability)
- 11.2.18 Green Intelligent
- 11.2.18.1. Overview
- 11.2.18.2. Products
- 11.2.18.3. SWOT Analysis
- 11.2.18.4. Recent Developments
- 11.2.18.5. Financials (Based on Availability)
- 11.2.1 AGI SureTrack
List of Figures
- Figure 1: Global Granary Information Management System Revenue Breakdown (million, %) by Region 2024 & 2032
- Figure 2: North America Granary Information Management System Revenue (million), by Type 2024 & 2032
- Figure 3: North America Granary Information Management System Revenue Share (%), by Type 2024 & 2032
- Figure 4: North America Granary Information Management System Revenue (million), by Application 2024 & 2032
- Figure 5: North America Granary Information Management System Revenue Share (%), by Application 2024 & 2032
- Figure 6: North America Granary Information Management System Revenue (million), by Country 2024 & 2032
- Figure 7: North America Granary Information Management System Revenue Share (%), by Country 2024 & 2032
- Figure 8: South America Granary Information Management System Revenue (million), by Type 2024 & 2032
- Figure 9: South America Granary Information Management System Revenue Share (%), by Type 2024 & 2032
- Figure 10: South America Granary Information Management System Revenue (million), by Application 2024 & 2032
- Figure 11: South America Granary Information Management System Revenue Share (%), by Application 2024 & 2032
- Figure 12: South America Granary Information Management System Revenue (million), by Country 2024 & 2032
- Figure 13: South America Granary Information Management System Revenue Share (%), by Country 2024 & 2032
- Figure 14: Europe Granary Information Management System Revenue (million), by Type 2024 & 2032
- Figure 15: Europe Granary Information Management System Revenue Share (%), by Type 2024 & 2032
- Figure 16: Europe Granary Information Management System Revenue (million), by Application 2024 & 2032
- Figure 17: Europe Granary Information Management System Revenue Share (%), by Application 2024 & 2032
- Figure 18: Europe Granary Information Management System Revenue (million), by Country 2024 & 2032
- Figure 19: Europe Granary Information Management System Revenue Share (%), by Country 2024 & 2032
- Figure 20: Middle East & Africa Granary Information Management System Revenue (million), by Type 2024 & 2032
- Figure 21: Middle East & Africa Granary Information Management System Revenue Share (%), by Type 2024 & 2032
- Figure 22: Middle East & Africa Granary Information Management System Revenue (million), by Application 2024 & 2032
- Figure 23: Middle East & Africa Granary Information Management System Revenue Share (%), by Application 2024 & 2032
- Figure 24: Middle East & Africa Granary Information Management System Revenue (million), by Country 2024 & 2032
- Figure 25: Middle East & Africa Granary Information Management System Revenue Share (%), by Country 2024 & 2032
- Figure 26: Asia Pacific Granary Information Management System Revenue (million), by Type 2024 & 2032
- Figure 27: Asia Pacific Granary Information Management System Revenue Share (%), by Type 2024 & 2032
- Figure 28: Asia Pacific Granary Information Management System Revenue (million), by Application 2024 & 2032
- Figure 29: Asia Pacific Granary Information Management System Revenue Share (%), by Application 2024 & 2032
- Figure 30: Asia Pacific Granary Information Management System Revenue (million), by Country 2024 & 2032
- Figure 31: Asia Pacific Granary Information Management System Revenue Share (%), by Country 2024 & 2032
List of Tables
- Table 1: Global Granary Information Management System Revenue million Forecast, by Region 2019 & 2032
- Table 2: Global Granary Information Management System Revenue million Forecast, by Type 2019 & 2032
- Table 3: Global Granary Information Management System Revenue million Forecast, by Application 2019 & 2032
- Table 4: Global Granary Information Management System Revenue million Forecast, by Region 2019 & 2032
- Table 5: Global Granary Information Management System Revenue million Forecast, by Type 2019 & 2032
- Table 6: Global Granary Information Management System Revenue million Forecast, by Application 2019 & 2032
- Table 7: Global Granary Information Management System Revenue million Forecast, by Country 2019 & 2032
- Table 8: United States Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 9: Canada Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 10: Mexico Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 11: Global Granary Information Management System Revenue million Forecast, by Type 2019 & 2032
- Table 12: Global Granary Information Management System Revenue million Forecast, by Application 2019 & 2032
- Table 13: Global Granary Information Management System Revenue million Forecast, by Country 2019 & 2032
- Table 14: Brazil Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 15: Argentina Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 16: Rest of South America Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 17: Global Granary Information Management System Revenue million Forecast, by Type 2019 & 2032
- Table 18: Global Granary Information Management System Revenue million Forecast, by Application 2019 & 2032
- Table 19: Global Granary Information Management System Revenue million Forecast, by Country 2019 & 2032
- Table 20: United Kingdom Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 21: Germany Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 22: France Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 23: Italy Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 24: Spain Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 25: Russia Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 26: Benelux Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 27: Nordics Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 28: Rest of Europe Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 29: Global Granary Information Management System Revenue million Forecast, by Type 2019 & 2032
- Table 30: Global Granary Information Management System Revenue million Forecast, by Application 2019 & 2032
- Table 31: Global Granary Information Management System Revenue million Forecast, by Country 2019 & 2032
- Table 32: Turkey Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 33: Israel Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 34: GCC Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 35: North Africa Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 36: South Africa Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 37: Rest of Middle East & Africa Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 38: Global Granary Information Management System Revenue million Forecast, by Type 2019 & 2032
- Table 39: Global Granary Information Management System Revenue million Forecast, by Application 2019 & 2032
- Table 40: Global Granary Information Management System Revenue million Forecast, by Country 2019 & 2032
- Table 41: China Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 42: India Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 43: Japan Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 44: South Korea Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 45: ASEAN Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 46: Oceania Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
- Table 47: Rest of Asia Pacific Granary Information Management System Revenue (million) Forecast, by Application 2019 & 2032
| Aspects | Details |
|---|---|
| Study Period | 2019-2033 |
| Base Year | 2024 |
| Estimated Year | 2025 |
| Forecast Period | 2025-2033 |
| Historical Period | 2019-2024 |
| Growth Rate | CAGR of XX% from 2019-2033 |
| Segmentation |
|
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STEP 2 - Approaches for Defining Global Market Size (Value, Volume* & Price*)
Top-down and bottom-up approaches are used to validate the global market size and estimate the market size for manufactures, regional segemnts, product and application.
Note* : In applicable scenarios
STEP 3 - Data Sources
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Secondary Research
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Then we put all data in single framework & apply various statistical tools to find out the dynamic on the market.
During the analysis stage, feedback from the stakeholder groups would be compared to determine areas of agreement as well as areas of divergence
Additionally after gathering mix and scattered data from wide range of sources, data is triangull- ated and correlated to come up with estimated figures which are further validated through primary mediums, or industry experts, opinion leader.
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